Branislav Bosansky

12 papers · 2013–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+7 more ↓

🗺️ Taxonomy Completionist (15) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion (2) 🧭 Keyword Pioneer 📈 Trend Setter 🔥 Unstoppable · Bronze 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (62)

Venues

IJCAI (9) AAAI (2) NeurIPS (1)

Top co-authors

Viliam Lisy (7) Karel Horák (4) Christopher Kiekintveld (3) Bo An (3) Jiri Cermák (3) Jakub Černý (2) Krishnendu Chatterjee (2) Michal Pechoucek (1) Charles Kamhoua (1) Karel Durkota (1)

Research topics

Artificial Intelligence (10) Core AI (10) Mathematics & Optimization (5) Reinforcement Learning (5) Optimization (5) Machine Learning (4) Applications (4) Learning Types (3) Methods (3) Optimization & Theory (3) Bayesian & Probabilistic (1)

Keywords

extensive-form game (4) game theory (4) stackelberg equilibrium (3) zero-sum game (3) nash equilibrium (2) belief state (2) imperfect recall (2) game abstraction (2) security game (2) mixed integer programming (1) value function approximation (1) partially observable markov decision process (1) regret minimization (1) partially observable stochastic game (1) bayesian inference (1) gradient descent (1) partially observable (1) value iteration (1) heuristic search (1) planning under uncertainty (1)

Papers

Computing Quantal Stackelberg Equilibrium in Extensive-Form Games AAAI 2021 Solving Partially Observable Stochastic Shortest-Path Games IJCAI 2021 Automated Construction of Bounded-Loss Imperfect-Recall Abstractions in Extensive-Form Games (Extended Abstract) IJCAI 2020 Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium IJCAI 2020 Compact Representation of Value Function in Partially Observable Stochastic Games IJCAI 2019 Solving Partially Observable Stochastic Games with Public Observations AAAI 2019 Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs IJCAI 2018 An Algorithm for Constructing and Solving Imperfect Recall Abstractions of Large Extensive-Form Games IJCAI 2017 Comparing Strategic Secrecy and Stackelberg Commitment in Security Games IJCAI 2017 Optimal Network Security Hardening Using Attack Graph Games IJCAI 2015 Convergence of Monte Carlo Tree Search in Simultaneous Move Games NeurIPS 2013 Using Double-Oracle Method and Serialized Alpha-Beta Search for Pruning in Simultaneous Move Games IJCAI 2013